Automated steering controller design for vehicle lane keeping combining linear active disturbance rejection control and quantitative feedback theory

被引:13
作者
Chu, Zhengrong [1 ]
Wu, Christine [1 ]
Sepehri, Nariman [1 ]
机构
[1] Univ Manitoba, Dept Mech Engn, Winnipeg, MB R3T 5V6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Automated steering control; lane keeping; linear active disturbance rejection control; quantitative feedback theory; tuning; SYSTEM;
D O I
10.1177/0959651818770344
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, a new automated steering control method is presented for vehicle lane keeping. This method is a combination between the linear active disturbance rejection control and the quantitative feedback theory. The structure of the steering controller is first determined based on the linear active disturbance rejection control, then the controller is tuned in the framework of the quantitative feedback theory to meet the prescribed design specifications on sensitivity and closed-loop stability. The parameter uncertainties of the vehicle system are considered at the tuning stage. The proposed steering controller is simulated and tested on a scale vehicle. Both the simulation and experimental results demonstrate that the scale vehicle controlled by the proposed controller is able to perform the lane keeping. In the experiments, the lateral offset between the scale vehicle and the road centerline is regulated within the acceptable ranges of +/- 0.03m during straight lane keeping and +/- 0.15m during curved lane keeping. The proposed controller is easy to be implemented and is simple without requiring complex calculations and measurements of vehicle states. Simulations also show that the control method can be implemented on a full-scale vehicle.
引用
收藏
页码:937 / 948
页数:12
相关论文
共 27 条
[1]   A Tandem Active Disturbance Rejection Control for a Laboratory Helicopter With Variable-Speed Rotors [J].
Belmonte, Lidia M. ;
Morales, Rafael ;
Fernandez-Caballero, Antonio ;
Somolinos, Jose A. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (10) :6395-6406
[2]  
Chaib S, 2004, 2004 IEEE INTELLIGENT VEHICLES SYMPOSIUM, P139
[3]   Application of Linear Active Disturbance Rejection Controller for Sensorless Control of Internal Permanent-Magnet Synchronous Motor [J].
Du, Bochao ;
Wu, Shaopeng ;
Han, Shouliang ;
Cui, Shumei .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (05) :3019-3027
[4]   Active Steering Assistance for Lane Keeping and Lane Departure Prevention [J].
Enache, Nicoleta Minoiu ;
Mammar, Said ;
Lusetti, Benoit ;
Sebsadji, Yazid .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2011, 133 (06)
[5]   Tuning of linear ADRC with known plant information [J].
Fu, Caifen ;
Tan, Wen .
ISA TRANSACTIONS, 2016, 65 :384-393
[6]  
Gao ZQ, 2006, P AMER CONTR CONF, V1-12, P2399
[7]  
Gao ZQ, 2003, P AMER CONTR CONF, P4989
[8]   Analysis of automatic steering control for highway vehicles with look-down lateral reference systems [J].
Guldner, J ;
Tan, HS ;
Patwardhan, S .
VEHICLE SYSTEM DYNAMICS, 1996, 26 (04) :243-269
[9]   Fault-tolerant control of a servohydraulic positioning system with crossport leakage [J].
Karpenko, M ;
Sepehri, N .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2005, 13 (01) :155-161
[10]   Torque-Overlay-Based Robust Steering Wheel Angle Control of Electrical Power Steering for a Lane-Keeping System of Automated Vehicles [J].
Kim, Wonhee ;
Son, Young Seop ;
Chung, Chung Choo .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (06) :4379-4392